Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields.
Xinnian MaoYuan DongSaike HeSencheng BaoHaila WangPublished in: IJCNLP (2008)
Keyphrases
- named entity recognition
- conditional random fields
- pos tagging
- information extraction
- sequence labeling
- graphical models
- markov random field
- hidden markov models
- text summarization
- maximum entropy
- crf model
- relation extraction
- probabilistic model
- generative model
- semantic role labeling
- higher order
- pairwise
- word segmentation
- structured prediction
- segmentation method
- artificial intelligence
- part of speech
- domain adaptation
- named entities
- web documents
- semi supervised